# Ethical Hacking Basics
    import nmap
    import socket
    
    def port_scan(target):
        nm = nmap.PortScanner()
        result = nm.scan(target, '22-443')
        return result['scan']

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    # Machine Learning Model
    import pandas as pd
    from sklearn.ensemble import RandomForestClassifier
    
    df = pd.read_csv('data.csv')
    model = RandomForestClassifier()
    model.fit(X_train, y_train)
    predictions = model.predict(X_test)

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    # OpenAI GPT Integration
    import openai
    
    client = openai.OpenAI()
    response = client.chat.completions.create(
        model="gpt-4",
        messages=[{"role": "user", "content": prompt}]
    )

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    // React Component with Hooks
    import React, { useState, useEffect } from 'react';
    
    const App = () => {
      const [data, setData] = useState([]);
      
      useEffect(() => {
        fetchData().then(setData);
      }, []);
      
      return <div>{data.map(item => <Item key={item.id} {...item} />)}</div>
    }

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